lab-inventory-predictor

Predict depletion time of critical lab reagents based on experimental usage frequency and automatically generate purchase alerts for laboratory inventory management.

1.04x

Quality

47%

Does it follow best practices?

Impact

95%

1.04x

Average score across 3 eval scenarios

Securityby

Passed

No known issues

Optimize this skill with Tessl

npx tessl skill review --optimize ./scientific-skills/Data analysis/lab-inventory-predictor/SKILL.md

Evaluation results

100%

Lab Inventory Tracking Setup

CLI action usage and data structure

Criteria

Without context

With context

add-reagent action

100%

record-usage action

100%

alerts action

100%

safety-days parameter

100%

lead-time-days parameter

100%

experiment parameter

100%

Data file JSON structure

100%

Reagent required fields

100%

Usage history format

100%

Settings defaults

100%

85%

10%

Lab Procurement Risk Assessment

Depletion prediction algorithm and alert logic

Criteria

Without context

With context

Consumption rate formula

41%

58%

30-day lookback window

90%

100%

Lookback fallback

50%

100%

Depletion date formula

100%

Time-based WARNING trigger

66%

100%

Stock-based CRITICAL trigger

100%

CRITICAL before WARNING ordering

100%

Trypsin is CRITICAL

100%

DMEM Media is WARNING

20%

100%

Inventory Report Export for Department Dashboard

Report generation and output formats

Criteria

Without context

With context

report action used

100%

Non-default output format

100%

Output file parameter

100%

Report file exists

100%

Report summary section

100%

Report inventory status

100%

Report alerts section

100%

data-path parameter used

100%

No large intermediate files

100%

Repository: aipoch/medical-research-skills
Commit: ca9aaa4

Evaluated: about 1 month ago
Agent: Claude Code
Model: Claude Sonnet 4.6

Table of Contents

Lab Inventory Tracking Setup Lab Procurement Risk Assessment Inventory Report Export for Department Dashboard

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